research-agent-skills
Navigate the Research Agent Skills collection by Kalaris Labs for academia across AI, machine learning, biology, chemistry, medicine, physics, and academic writing. Use when a researcher needs to choose a field of study, identify relevant specialist SKILL.md files, or coordinate a cross-disciplinary research workflow. For a narrow task with a matching specialist skill already available, use that skill directly.
- License 许可
- MIT
- 最近更新
- 2026-11-14
- Stars
- ★ 1.6k
- Forks
- 490
01 前言 Front Matter
- name
- research-agent-skills
- license
- MIT
- metadata
- { "tags": "academia, research agents, scientific research, academic writing, skill collection, AI, machine learning, biology, chemistry, medicine, physics", "version": "1.0", "category": "research-automation", "maintainer": "Kalaris Labs" }
- description
- Navigate the Research Agent Skills collection by Kalaris Labs for academia across AI, machine learning, biology, chemistry, medicine, physics, and academic writing. Use when a researcher needs to choose a field of study, identify relevant specialist SKILL.md files, or coordinate a cross-disciplinary research workflow. For a narrow task with a matching specialist skill already available, use that skill directly.
- compatibility
- The skill index works offline. Specialist skills must be available in the agent's environment before use.
02 资源文件 1
- 参考文档references/catalog.md41.2 KB
03 SKILL.md 正文
Research Agent Skills by Kalaris Labs
This is the collection index for the specialist research skills maintained by Kalaris Labs. It helps an agent choose the right skill for a research task.
Choose a skill
- Identify the research deliverable and domain. Examples include a literature review in medicine, an ML experiment, a chemistry analysis, or a physics figure.
- Read only the relevant section of the bundled skill index. Select the smallest set of specialist skills that covers the task.
- Read the selected specialists'
SKILL.mdfiles if they are available in the current agent environment. Otherwise, identify the skill names for the researcher and refer them to the repository's installation documentation. - Keep claims and citations tied to checked sources. A skill's presence does not establish that an analysis or scientific claim is correct.
Use the specialist skill directly for ordinary single-domain work. This entry is useful when the request spans skills or concerns collection setup.
Before selecting skills, check:
- [ ] Which research field and deliverable does the researcher need?
- [ ] Is one specialist enough, or does the work cross fields?
- [ ] Are the selected specialist folders available in this environment?
Verify the handoff
State which specialist skills you selected and why. Check that each selected
skill folder contains SKILL.md before claiming it is available. This index
does not replace any specialist's scripts or references.
04 同仓库更多 Skills
migrate-to-e2e
Moves an existing Playwright, Cypress, Selenium, Appium, Detox, Maestro, or TesterArmy suite to e2e one slice at a time, with the old suite running beside the new one until each ported test is proven. Keeps a MIGRATION.md progress file so any later session resumes where the last stopped. Optionally plants a defect to show both suites catch it. Use for /migrate-to-e2e, "migrate our tests to e2e", "port these Maestro flows", "move our TesterArmy tests", or when a project has an e2e config and an older suite still running.
e2e
Writes, runs, and debugs end-to-end tests for web and mobile apps with e2e, the agentic test runner, which mixes agent.act goals with exact locator assertions on a Playwright browser or an iOS or Android device. Also drives a project's running app live over the e2e MCP server to look at a screen, check a UI change, take a screenshot or record a video, and try a locator; and runs bug bashes, parallel e2e explore runs with each bug proven by a repro test. Use when a project depends on e2e or has an e2e.config.ts, when asked for end-to-end, browser, mobile, or agentic UI tests, to check a change in the running app, to QA or bug bash an app or branch, or when an e2e run fails.
create-verification-skill
Generate a project-local verify-<app> skill on top of e2e, so any coding agent can launch the app, check it is worth driving, exercise a feature the way a user does, keep evidence, and bug bash it. Writes the skill, a feature map with one explore charter per feature, and proves it once. Use for /create-verification-skill, "make a verification skill for this repo", or when a project has no scripted way to prove UI behavior.
deja-search
deja-vu memory — search the user's past AI coding sessions with the deja CLI. Holds what they already settled and never wrote into the repo (naming rules, banned or already-tried tools, required checks before merge, preferred values, who owns what). Use before your first edit in a task, before you call a change done or ready to merge, before you recommend a tool, library, design or reviewer, before re-debugging an error that may already be solved, when they say 'didn't we fix this before', 'what did we decide about X' or 'I already have that', and before telling them something on this machine does not exist.
deja-reflect
End-of-session reflection and memory curation with deja-vu. Review what was decided, what commands broke and what repaired them, and record durable project rules or decisions with deja remember so the next session starts with them.
revid
Make, edit, export and post AI videos with Revid (revid.ai) through the Revid MCP server. Use whenever the user wants a short-form or long-form video made (from an idea, a script, a URL, an article, a PDF, a tweet, a product page, their own clips, or a song), wants to find what is going viral on TikTok, YouTube, Instagram or X before making something, wants to edit or re-export an existing Revid project, generate a standalone AI image or clip, make a series episode, or publish and schedule a finished video to connected social accounts. Covers setup (hosted MCP with OAuth, or an API key), the 36 tools, credits, polling and the rules for publishing. Routes to the more specific revid-* skills when one fits.